The realtor had practically skipped through the house tour, pointing out the "charming" bay window and the "original" hardwood floors. Now, here she was, standing in the musty, unfinished basement, a knot tightening in her chest. She’d explicitly asked about storage. "Plenty!" the woman had chirped. This…this felt deliberately misleading. She tugged at the handle of what looked like a solid wall panel, finding no give. Her jaw clenched. Years she'd saved, scrimped, to get this place, and it seemed like she was already being taken advantage of.

She ran her hand along the cold, damp concrete, her fingers tracing a subtle outline. A seam. A very thin seam. With a grunt of effort, she pushed harder, hearing a faint click. The panel shuddered, then swung inward, revealing a narrow staircase disappearing into darkness.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217